Make the roux: Melt butter in a small saucepan over medium heat. Once melted, whisk in the flour, letting it cook for about 1 minute. Slowly add in the milk, whisking well and letting it thicken in between additions.
Once the milk is completely mixed in, reduce the heat to medium low. Whisk in the salt, pepper and nutmeg. Taste and adjust seasonings as needed.